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Alexander Clark, Makoto Kanazawa, Ryo Yoshinaka, editors, Proceedings of the 12th International Conference on Grammatical Inference, ICGI 2014, Kyoto, Japan, September 17-19, 2014. Volume 34 of JMLR Proceedings, JMLR.org, 2014. [doi]